System Innovation in an AI-Driven World

Applied System Innovation XII
1. Auflage 2026
ISBN: 978-1-041-42825-1
Verlag: Taylor & Francis

Buch, Englisch, 288 Seiten, Format (B × H): 174 mm x 246 mm

Reihe: Smart Science, Design & Technology

As artificial intelligence fundamentally restructures contemporary socio-technical infrastructure, reductive technological paradigms fail to capture emerging institutional complexities. System Innovation in an AI-Driven World establishes a rigorous theoretical framework for transitioning from discrete algorithmic deployment to comprehensive systemic transformation. This volume equips scholars and strategic architects with the epistemological and methodological tools required to analyze, model, and govern complex socio-technical transitions under the influence of pervasive automation.

The monograph interrogates the dialectical relationship between advanced computational architectures—specifically deep neural networks, autonomous multi-agent systems, and predictive modeling—and legacy institutional frameworks. Utilizing cross-disciplinary case studies from cyber-physical systems, public health logistics, and decentralized socio-ecological regimes, the text explicates the mechanics of systemic innovation within volatile technological landscapes. The foundational findings indicate that optimal AI integration is not a function of raw algorithmic efficacy; rather, it depends on systemic absorptive capacity, adaptive regulatory polycentricity, and dynamic feedback integration. The research offers structural typologies for mapping non-linear systemic feedback loops, mitigating algorithmic opacity, and synthesizing human-machine governance frameworks. Consequently, the volume demonstrates that sustainable institutional efficacy resides in embedding computational intelligence within fundamentally reconceptualized, non-linear system architectures.

This volume is explicitly designed for academic researchers, systems theorists, computational sociologists, and advanced policymakers. It constitutes an indispensable resource for graduate-level seminars and senior scholars investigating the intersection of technology policy, complex adaptive systems, and institutional design amid the contemporary digital transition.

Zielgruppe

Academic, Postgraduate, and Professional Reference

Autoren/Hrsg.

Lam, Artde Donald Kin-Tak

Shen, Siu-Tsen

Prior, Stephen D.

Young, Sheng-Joue

Ji, Liang-Wen

Fachgebiete

• Mathematik | Informatik EDV | Informatik Digital Lifestyle Internet, E-Mail, Social Media
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse

Inhaltsverzeichnis

1. Effect of seawater curing on the engineering properties of alkali-activated BFS mortar. 2. A Double-Edged Sword: Exploring the Synergies and Conflicts of CEO Overconfidence in High-Tech Inter-Firm. 3. A Study on Mechanical Planimeters. 4. NURBS Interpolation with Smooth Corner and Zero Contour Error through FIR Filtering Technique. 5. The Investigation of Cold Forming Process for Automotive Part Manufacturing. 6. Design of Low-Power Approximate Adder for AI Image Recognition Applications. 7. Impact of Land Use Type Dynamics on Carbon Sequestration and Surface Temperature in the Kinmen Coastal Areas. 8. Design and Research of a Multimodal Interactive System for Emotion Awareness in Low-Stimulation Environments. 9. Development and application of value-added ergonomic smart clothing. 10. Research on Generative AI Integration in Local Cultural Curation: The Case of "Young Artists Dancing with AI—Creative Fusion Exhibition". 11. Framework Construction and Cross-Industry Validation of a Generative AI–Integrated New Product R&D Design Process. 12. A Novel AI-Based Fault Diagnosis Framework for Grid-Connected Photovoltaic Systems. 13. Development and Application of a Regulatory–Risk–Decision Transformation Model for Hazardous Materials Facilities: A Case Study of a Lithium-Ion Battery Manufacturing Plant. 14. Evaluating User Acceptance of an Artificial Intelligence of Things Disaster Management System for Aging and Heritage Buildings Using the Technology Acceptance Model. 15. Exploring Digital Transformation Perceptions in SMEs of the Fire Protection Industry through a Digital Platform Workshop: A TOE-Based Qualitative Study. 16. Influence of Micro-Arc Oxidation Discharge Voltage on the Morphology, Composition, and Biomedical Performance of Ta2O5/HA Composite Coatings. 17. Development of an IoT-Based Fire Information Translation Platform for Intelligent Building Emergency Response. 18. Comparative Assessment of Carbon Emission Methodologies for Metropolitan Bus Systems: Traditional Distance-Based vs. Time-to-Distance Models. 19. Designing for Awe: How Large Displays and Virtual Bodies Shape Emotional and Game Experiences. 20. Deep Learning-Based Oral Disease Classification Using Color Features, Edge Detection, and Kernel Density Estimation. 21. Advancing Privacy-Preserving Synthetic Data Generation Using A DeBERTa-CGAN Framework. 22. Design-led Translation Practices in Industrial Transformation: A Grounded Theory Analysis of Nousaku’s Transformation in Takaoka, Japan. 23. Bridging and Beyond: Peripheral Innovation, Tourism Resource Flows, and Regional Repositioning in Lieyu (Little Kinmen). 24. Designing an Interactive Digital Interpretation of Taiwanese Painter Chen Cheng-po’s Oil Painting. 25. Enhanced Small-Scale Dislocation Detection in Etched 4H-SiC Wafer OM Images Using an Improved RetinaNet Framework. 26. Modeling Interdisciplinary Learning Workflows: A Two-Case Comparison With and Without AI Mediation. 27. A Hybrid Fuzzy Time Series Model Integrating Variable-Length Discretization and Particle Swarm Optimization for Enrollment Forecasting. 28. An Improved MWFKTS-RPWO Framework Based on Dynamic Interval Partitioning and Lévy Flight Optimization: A Generalization Study for Cross-Domain Heterogeneous Data Forecasting. 29. An Action Research on Enhancing Student Engagement in Design Courses through Peer Assessment. 30. From Color Semantics to Identity Recognition: A Study on the Cultural Decoding of Jingju Facial Patterns. 31. Curatorial Momentum under Political Constraints: A Social Design Analysis of Curatorial Practice in Indigenous Local Cultural Museums. 32. The Dynamic Formation of Values among Novice Seediq Weavers—— A Case Study of the Zhongyuan Community. 33. The SN2AP Barometer: Assessing Academic Pressures Among India’s Gen-Z Students. 34. An Investigation into the Effectiveness of Computational Thinking-Oriented Instruction on Vocational Students' Learning Motivation: A Case Study of Database Design Course. 35. The Vanishing Thread: Material Narratives and Talent Incubation through Embroidery in USR Education. 36. Integrating Fault Tree and Event Tree Analyses for Structured Fire Risk Assessment of Battery Energy Storage Systems. 37. An Optimal Ordering Product Decision-Making Technology for Convenience Stores. 38. Project-Based Learning for Developing Integrative Competence in Visual Communication Design Education: A Case Study of Mine: Sensory Experience Design for Uterine Awareness. 39. A Study on Product Design Translation Methods Integrating Brand Archetype Theory and Generative Artificial Intelligence: A Case Study of Industrial Balloon Lights. 40. A Comparative Study of the Evolution of the Xiepingan Ritual in South Zhanghu and North Zhanghu. 41. Dilemma and Shift in the Creative Transformation of Intangible Cultural Heritage: A Case Study of Chashan Tea Garden Fair. 42. Analysis of the Low Utilization of Bathing Assistive Devices in Long-Term Care. 43. The Way Manifested in the Vessel: An Object-Mediated Model for Craft Transmission and the Embodied Transformation of Intangible Craft Skills. 44. A Knowledge-Based Framework for Urban Memory-Cue Retrieval:

Cognitive Tags and Scenario Modeling over Guangzhou Everyday Imagery. 45. A PDMS/MWCNT/CB Composite Flexible Strain Sensor Fabricated by a Direct-Mixing Strategy.

Über Autor(innen)

Dr. Artde D.K.T. Lam was born in Hong Kong on February 23, 1965. He received the B.S. degree in mechanical engineering from National Cheng Kung University (NCKU), Tainan, Taiwan, in 1987, and the Ph.D. degree in mechanical engineering (in field of mechanical design) from National Sun Yat-Sen University (NSYSU), Kaohsiung, Taiwan, in 1993. Currently, he is a Distinguished Professor in School of Jewelry, West Yunnan University of Applied Sciences, Da Li City, P. R. China. His current research interests include nanotechnology, innovation design, creative design and Fractal Theory.

Dr. Siu-Tsen Shen has studied widely, gaining her Master degree in Industrial Design Research from the Design Academy of Eindhoven, and her PhD in Design from Goldsmiths College, University of London. She has been a visiting professor at UCL and Middlesex University, UK and is currently a Professor in Multimedia Design at the National Formosa University, Taiwan. Her research interests lie in the areas of HCI, User-Centred Design, Cross-Cultural Research, User Interface Design, and Design Team Formation using Personality Type. She has taught on a number of different programmes including Introduction to Multimedia Design, Creative Thinking & Design Methods, Cognitive Psychology and Emerging Technology. She is an editor in chief in Journal of Multimedia Art, Design and Education (MADE) (ISSN 2634-095X; ISSN 2634-1395) and Journal of Cultural and Creative Industries Research (ISSN 2221-6170). She leads a technical committee for Innovation in Design, Communication and Engineering (ICICE) and International Conference on Applied System Innovation (ICASI).

Dr. Stephen D. Prior has been working in the area of Field Robotics for the past 30 years. His research interest in autonomous systems relates to a shortlisted entry to the MoD Grand Challenge event in August 2008, where he led a team to design, make and test a novel drone, which consisted of a patented Y6 arrangement. On the basis of this, he founded the Autonomous Systems Lab and has been researching with a small team of staff/students working on defence-related robotic technologies. His team won the DARPA UAVForge competition in 2012, and he continues to lead teams to success in the annual IMechE UAS Challenge event. He is on the editorial board for the International Journal of Micro Air Vehicles & Unmanned Systems and has published widely on the subject. During the last few years he co-founded a Tethered UAS company developing a persistent stare capability and is the CEO of Hybrid Drones Ltd, who are developing a heavy-lift hybrid, last-mile resupply drone.

Dr. Sheng-Joue Young was born in Tainan, Taiwan on June 22, 1981. He received his B.S. degree from Department of Physics, National Changhua University of Education, Changhua, Taiwan in 2003, M.S. and Ph.D. degree from Institute of Electro-Optical Science and Engineering and Institute of Microelectronics, National Cheng Kung University (NCKU), Taiwan in 2005 and 2008, respectively. He was a visiting research student with the Graduate School of Engineering, Chiba University, Chiba, Japan from July 2007 to September 2007. In 2010, he became an Associate Professor with the Department of Electronic Engineering, National Formosa University (NFU), Yunlin, Taiwan, and was promoted to Associate Professor on August 01, 2013. He is also a Distinguished Professor of the Institute of Creative Industries Research, Fuzhou University; period from Jan. 1, 2014 to Dec. 31, 2014, and guide the Institute to carry out academic research. His current research interests include semiconductor physics, optoelectronic devices and nanotechnology. He has published more than 100 SCI and EI papers in recent years.

Dr. Liang-Wen Ji received the B.S. degree in physics, the M.S. degree in material science, and the Ph.D. degree in electrical engineering from National Cheng Kung University (NCKU), Tainan, Taiwan. In 2005, he became an Associate Professor with the Institute of Electro-Optical and Materials Science, National Formosa University (NFU), Yunlin, Taiwan, and was promoted to Full Professor in 2007. His current research interests include semiconductor physics, optoelectronics, and nanotechnology. He is a iTIKI Fellow. He is also a member of IEEE.